Chemosphere · 2020 · 118 citations · 63 references
Natural SciencesEarth SciencesMeteorologyAtmospheric ScienceMachine LearningRemote SensingAerosol Remote SensingLand Surface MonitoringSatellite Data ValidationSatellite Image InterpretationSatellite InstrumentationSatellite SensorsSatellite Emissions MonitoringSatellite ValidationSatellite-based Atmospheric SensingSatellite-based Emission EstimationSatellite-based Emissions Estimation
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Greedy function approximation: A gradient boosting machine.
Jerome H. Friedman · The Annals of Statistics · 2001 · 29K citations · Full text
LightGBM: A Highly Efficient Gradient Boosting Decision Tree
Guolin Ke, Qi Meng, Thomas Finley et al. · HAL (Le Centre pour la Communication Scientifique Directe) · 2017 · 9.5K citations · Full text
The contribution of outdoor air pollution sources to premature mortality on a global scale
Jos Lelieveld, John S. Evans, Mohammed S. Fnais et al. · Nature · 2015 · 6.1K citations · Full text